Lavrova Anna, Teunissen Wouter H T, Warnert Esther A H, van den Bent Martin, Smits Marion
Department of Radiology, University of Michigan Hospital, Ann Arbor, MI, United States.
Department of Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, Netherlands.
Front Oncol. 2022 May 20;12:849657. doi: 10.3389/fonc.2022.849657. eCollection 2022.
We aimed to compare arterial spin labeling (ASL) with dynamic susceptibility contrast (DSC) enhanced perfusion MRI for the surveillance of primary and metastatic brain tumors at 3T, both in terms of lesion perfusion metrics and diagnostic accuracy.
In this retrospective study, we included 115 patients, who underwent both ASL and DSC perfusion in the same 3T MRI scanning session between 1 January and 31 December 2019. ASL-derived cerebral blood flow (CBF) maps and DSC-derived relative cerebral blood volume (rCBV) maps, both uncorrected and corrected for leakage, were created with commercially available software. Lesions were identified as T2-/T2-FLAIR hyperintensity with or without contrast enhancement. Measurements were done by placing a region of interest in the visually determined area of highest perfusion, copying to the contralateral normal appearing white matter (NAWM), and then propagating to the other perfusion maps. Pearson's correlation coefficients were calculated between the CBF and rCBV ratios of tumor versus NAWM. Accuracy for diagnosing tumor progression was calculated as the area under the receiver operating characteristics (ROC) curve (AUC) for the ASL-CBF and leakage corrected DSC-rCBV ratios.
We identified 178 lesions, 119 with and 59 without contrast enhancement. Correlation coefficients between ASL-derived CBF versus DSC-derived rCBV ratios were 0.60-0.67 without and 0.72-0.78 with leakage correction in all lesions (n = 178); these were 0.65-0.80 in enhancing glioma (n = 80), 0.58-0.73 in non-enhancing glioma, and 0.14-0.40 in enhancing metastasis (n = 31). No significant correlation was found in enhancing (n = 8) or non-enhancing (n = 7) lymphomas. The areas under the ROC curves (AUCs) for all patients were similar for ASL and DSC (0.73-0.78), and were higher for enhancing glioma (AUC = 0.78-0.80) than for non-enhancing glioma (AUC = 0.56-0.62). In brain metastasis, the AUC was lower for ASL-derived CBF (AUC = 0.72) than for DSC-derived rCBV ratios (AUC = 0.87-0.93).
We found that ASL and DSC have more or less the same diagnostic accuracy. Our findings suggest that ASL can be used as an alternative to DSC to measure perfusion in enhancing and non-enhancing gliomas and brain metastasis at 3T. For lymphoma, this should be further investigated in a larger population.
我们旨在比较动脉自旋标记(ASL)和动态磁敏感对比增强(DSC)灌注磁共振成像(MRI)在3T场强下对原发性和转移性脑肿瘤的监测效果,包括病变灌注指标和诊断准确性。
在这项回顾性研究中,我们纳入了115例患者,这些患者于2019年1月1日至12月31日期间在同一次3T MRI扫描中接受了ASL和DSC灌注检查。使用商用软件创建了未校正和校正渗漏的ASL衍生脑血流量(CBF)图以及DSC衍生相对脑血容量(rCBV)图。病变被确定为T2加权/T2液体衰减反转恢复序列(T2-FLAIR)高信号,有或无对比增强。通过在视觉上确定的灌注最高区域放置感兴趣区,复制到对侧正常外观白质(NAWM),然后传播到其他灌注图来进行测量。计算肿瘤与NAWM的CBF和rCBV比值之间的Pearson相关系数。将ASL-CBF和渗漏校正后的DSC-rCBV比值的诊断肿瘤进展的准确性计算为受试者操作特征(ROC)曲线下面积(AUC)。
我们共识别出178个病变,其中119个有对比增强,59个无对比增强。在所有病变(n = 178)中,未校正渗漏时ASL衍生的CBF与DSC衍生的rCBV比值之间的相关系数为0.60 - 0.67,校正渗漏后为0.72 - 0.78;在增强型胶质瘤(n = 80)中为0.65 - 0.80,在非增强型胶质瘤中为0.58 - 0.73,在增强型转移瘤(n = 31)中为0.14 - 0.40。在增强型(n = 8)或非增强型(n = 7)淋巴瘤中未发现显著相关性。所有患者的ASL和DSC的ROC曲线下面积(AUC)相似(0.73 - 0.78),增强型胶质瘤的AUC(0.78 - 0.80)高于非增强型胶质瘤(0.56 - 0.62)。在脑转移瘤中,ASL衍生的CBF的AUC(0.72)低于DSC衍生的rCBV比值的AUC(0.87 - 0.93)。
我们发现ASL和DSC的诊断准确性大致相同。我们的研究结果表明,在3T场强下,ASL可作为DSC的替代方法来测量增强型和非增强型胶质瘤及脑转移瘤的灌注。对于淋巴瘤,应在更大规模人群中进一步研究。